Dataset info
| Number of variables | 40 |
|---|---|
| Number of observations | 540 |
| Missing cells | 999 (4.6%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 168.9 KiB |
| Average record size in memory | 320.2 B |
Variables types
| Numeric | 21 |
|---|---|
| Categorical | 15 |
| Boolean | 4 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
anode_space_ratio has 7 (1.3%) missing values | Missing |
blade_mfg has 60 (11.1%) missing values | Missing |
blade_pressure has 63 (11.7%) missing values | Missing |
caliper has 27 (5.0%) missing values | Missing |
current_density has 7 (1.3%) missing values | Missing |
customer has a high cardinality: 71 distinct values | Warning |
cylinder_no has a high cardinality: 434 distinct values | Warning |
cylinder_type has 18 (3.3%) missing values | Missing |
direct_steam has 25 (4.6%) missing values | Missing |
ESA_amperage has 55 (10.2%) missing values | Missing |
ESA_voltage has 320 (59.3%) zeros | Zeros |
ESA_voltage has 57 (10.6%) missing values | Missing |
grain_screened has 49 (9.1%) missing values | Missing |
hardener has 8 (1.5%) zeros | Zeros |
hardener has 7 (1.3%) missing values | Missing |
ink_pct has 56 (10.4%) missing values | Missing |
location has 156 (28.9%) missing values | Missing |
plating_tank has 18 (3.3%) missing values | Missing |
press_speed has 10 (1.9%) missing values | Missing |
proof_cut has 55 (10.2%) missing values | Missing |
proof_ink has 57 (10.6%) missing values | Missing |
roller_durometer has 55 (10.2%) missing values | Missing |
roughness has 30 (5.6%) missing values | Missing |
solvent_pct has 56 (10.4%) missing values | Missing |
solvent_type has 55 (10.2%) missing values | Missing |
varnish_pct has 213 (39.4%) zeros | Zeros |
varnish_pct has 56 (10.4%) missing values | Missing |
wax has 8 (1.5%) zeros | Zeros |
wax has 6 (1.1%) missing values | Missing |
anode_space_ratio
Numeric
| Distinct count | 81 |
|---|---|
| Unique (%) | 15.0% |
| Missing (%) | 1.3% |
| Missing (n) | 7 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 103.0441745 |
|---|---|
| Minimum | 83.33 |
| Maximum | 117.86 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 83.33 |
|---|---|
| 5-th percentile | 93.75 |
| Q1 | 100 |
| Median | 103.13 |
| Q3 | 106.45 |
| 95-th percentile | 111.1 |
| Maximum | 117.86 |
| Range | 34.53 |
| Interquartile range | 6.45 |
Descriptive statistics
| Standard deviation | 5.0111346 |
|---|---|
| Coef of variation | 0.04863093547 |
| Kurtosis | 0.4349502878 |
| Mean | 103.0441745 |
| MAD | 3.876726308 |
| Skewness | 0.08231044332 |
| Sum | 54922.545 |
| Variance | 25.11146998 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 100 | 125 | 23.1% | |
| 106.45 | 42 | 7.8% | |
| 103.125 | 35 | 6.5% | |
| 103.22 | 33 | 6.1% | |
| 106.25 | 17 | 3.1% | |
| 103.3 | 16 | 3.0% | |
| 110 | 15 | 2.8% | |
| 106.66 | 14 | 2.6% | |
| 107.4 | 14 | 2.6% | |
| 93.75 | 13 | 2.4% | |
| Other values (70) | 209 | 38.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 83.33 | 1 | 0.2% | |
| 90 | 2 | 0.4% | |
| 90.3 | 1 | 0.2% | |
| 91.89 | 1 | 0.2% | |
| 93.3 | 3 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 117.86 | 1 | 0.2% | |
| 117.85 | 3 | 0.6% | |
| 117.7 | 1 | 0.2% | |
| 114.3 | 3 | 0.6% | |
| 114.29 | 7 | 1.3% |
band_type
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| noband | |
|---|---|
| band |
| Value | Count | Frequency (%) | |
| noband | 312 | 57.8% | |
| band | 228 | 42.2% |
| Max length | 6 |
|---|---|
| Mean length | 5.155555556 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
blade_mfg
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 11.1% |
| Missing (n) | 60 |
| BENTON | |
|---|---|
| UDDEHOLM | 1 |
| (Missing) | 60 |
| Value | Count | Frequency (%) | |
| BENTON | 479 | 88.7% | |
| UDDEHOLM | 1 | 0.2% | |
| (Missing) | 60 | 11.1% |
| Max length | 8 |
|---|---|
| Mean length | 5.67037037 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
blade_pressure
Numeric
| Distinct count | 37 |
|---|---|
| Unique (%) | 6.9% |
| Missing (%) | 11.7% |
| Missing (n) | 63 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 30.89937107 |
|---|---|
| Minimum | 16 |
| Maximum | 70 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 25 |
| Median | 30 |
| Q3 | 33 |
| 95-th percentile | 50 |
| Maximum | 70 |
| Range | 54 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 9.115640107 |
|---|---|
| Coef of variation | 0.2950105388 |
| Kurtosis | 1.833389541 |
| Mean | 30.89937107 |
| MAD | 6.422187941 |
| Skewness | 1.368165367 |
| Sum | 14739 |
| Variance | 83.09489456 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) | |
| 30 | 121 | 22.4% | |
| 20 | 58 | 10.7% | |
| 25 | 50 | 9.3% | |
| 28 | 46 | 8.5% | |
| 50 | 24 | 4.4% | |
| 32 | 23 | 4.3% | |
| 35 | 19 | 3.5% | |
| 40 | 14 | 2.6% | |
| 34 | 14 | 2.6% | |
| 26 | 12 | 2.2% | |
| Other values (26) | 96 | 17.8% | |
| (Missing) | 63 | 11.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 16 | 2 | 0.4% | |
| 18 | 1 | 0.2% | |
| 20 | 58 | 10.7% | |
| 21 | 1 | 0.2% | |
| 22 | 11 | 2.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 70 | 1 | 0.2% | |
| 60 | 5 | 0.9% | |
| 58 | 2 | 0.4% | |
| 56 | 2 | 0.4% | |
| 55 | 7 | 1.3% |
caliper
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 3.3% |
| Missing (%) | 5.0% |
| Missing (n) | 27 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2757095517 |
|---|---|
| Minimum | 0.133 |
| Maximum | 0.533 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.133 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.2 |
| Median | 0.267 |
| Q3 | 0.3 |
| 95-th percentile | 0.4 |
| Maximum | 0.533 |
| Range | 0.4 |
| Interquartile range | 0.1 |
Descriptive statistics
| Standard deviation | 0.06948673046 |
|---|---|
| Coef of variation | 0.2520287384 |
| Kurtosis | 0.3537745189 |
| Mean | 0.2757095517 |
| MAD | 0.05685969852 |
| Skewness | 0.7732264817 |
| Sum | 141.439 |
| Variance | 0.004828405709 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0.2 | 133 | 24.6% | |
| 0.3 | 101 | 18.7% | |
| 0.233 | 73 | 13.5% | |
| 0.267 | 69 | 12.8% | |
| 0.333 | 51 | 9.4% | |
| 0.367 | 28 | 5.2% | |
| 0.4 | 23 | 4.3% | |
| 0.433 | 10 | 1.9% | |
| 0.35 | 6 | 1.1% | |
| 0.5 | 5 | 0.9% | |
| Other values (7) | 14 | 2.6% | |
| (Missing) | 27 | 5.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.133 | 1 | 0.2% | |
| 0.167 | 5 | 0.9% | |
| 0.2 | 133 | 24.6% | |
| 0.217 | 1 | 0.2% | |
| 0.233 | 73 | 13.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.533 | 1 | 0.2% | |
| 0.5 | 5 | 0.9% | |
| 0.467 | 2 | 0.4% | |
| 0.433 | 10 | 1.9% | |
| 0.4 | 23 | 4.3% |
chrome_content
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.6% |
| Missing (n) | 3 |
| 100 | |
|---|---|
| 90 | 17 |
| 95 | 10 |
| (Missing) | 3 |
| Value | Count | Frequency (%) | |
| 100 | 510 | 94.4% | |
| 90 | 17 | 3.1% | |
| 95 | 10 | 1.9% | |
| (Missing) | 3 | 0.6% |
| Max length | 5 |
|---|---|
| Mean length | 4.938888889 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
current_density
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 1.3% |
| Missing (n) | 7 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 39.05816135 |
|---|---|
| Minimum | 30 |
| Maximum | 45 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 34.2 |
| Q1 | 40 |
| Median | 40 |
| Q3 | 40 |
| 95-th percentile | 40 |
| Maximum | 45 |
| Range | 15 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.351290239 |
|---|---|
| Coef of variation | 0.06019971645 |
| Kurtosis | 2.833134803 |
| Mean | 39.05816135 |
| MAD | 1.679051283 |
| Skewness | -1.70723957 |
| Sum | 20818 |
| Variance | 5.528565786 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 40 | 431 | 79.8% | |
| 35 | 64 | 11.9% | |
| 33 | 21 | 3.9% | |
| 45 | 6 | 1.1% | |
| 30 | 6 | 1.1% | |
| 37 | 3 | 0.6% | |
| 42 | 2 | 0.4% | |
| (Missing) | 7 | 1.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 30 | 6 | 1.1% | |
| 33 | 21 | 3.9% | |
| 35 | 64 | 11.9% | |
| 37 | 3 | 0.6% | |
| 40 | 431 | 79.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 45 | 6 | 1.1% | |
| 42 | 2 | 0.4% | |
| 40 | 431 | 79.8% | |
| 37 | 3 | 0.6% | |
| 35 | 64 | 11.9% |
customer
Categorical
| Distinct count | 71 |
|---|---|
| Unique (%) | 13.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| kmart | 67 |
|---|---|
| modmat | 64 |
| target | 41 |
| Other values (68) |
| Value | Count | Frequency (%) | |
| kmart | 67 | 12.4% | |
| modmat | 64 | 11.9% | |
| target | 41 | 7.6% | |
| tvguide | 38 | 7.0% | |
| wards | 33 | 6.1% | |
| toysrus | 26 | 4.8% | |
| ames | 24 | 4.4% | |
| roses | 22 | 4.1% | |
| eckerd | 11 | 2.0% | |
| bestprod | 11 | 2.0% | |
| Other values (61) | 203 | 37.6% |
| Max length | 14 |
|---|---|
| Mean length | 6.4 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cylinder_division
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| GALLATIN | |
|---|---|
| gallatin | 38 |
| Value | Count | Frequency (%) | |
| GALLATIN | 502 | 93.0% | |
| gallatin | 38 | 7.0% |
| Max length | 8 |
|---|---|
| Mean length | 8 |
| Min length | 8 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cylinder_no
Categorical
| Distinct count | 434 |
|---|---|
| Unique (%) | 80.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| X129 | 5 |
|---|---|
| M254 | 5 |
| F601 | 4 |
| Other values (431) |
| Value | Count | Frequency (%) | |
| X129 | 5 | 0.9% | |
| M254 | 5 | 0.9% | |
| F601 | 4 | 0.7% | |
| R15 | 4 | 0.7% | |
| R6 | 4 | 0.7% | |
| F670 | 3 | 0.6% | |
| I49 | 3 | 0.6% | |
| G81 | 3 | 0.6% | |
| T281 | 3 | 0.6% | |
| X753 | 3 | 0.6% | |
| Other values (424) | 503 | 93.1% |
| Max length | 5 |
|---|---|
| Mean length | 3.633333333 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
cylinder_size
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.6% |
| Missing (n) | 3 |
| TABLOID | |
|---|---|
| CATALOG | |
| SPIEGEL | 54 |
| Other values (3) | 38 |
| Value | Count | Frequency (%) | |
| TABLOID | 281 | 52.0% | |
| CATALOG | 164 | 30.4% | |
| SPIEGEL | 54 | 10.0% | |
| tabloid | 18 | 3.3% | |
| catalog | 14 | 2.6% | |
| spiegel | 6 | 1.1% | |
| (Missing) | 3 | 0.6% |
| Max length | 7 |
|---|---|
| Mean length | 6.977777778 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
cylinder_type
Boolean
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 3.3% |
| Missing (n) | 18 |
| YES | |
|---|---|
| NO | |
| yes | 29 |
| (Missing) | 18 |
| Value | Count | Frequency (%) | |
| YES | 357 | 66.1% | |
| NO | 134 | 24.8% | |
| yes | 29 | 5.4% | |
| no | 2 | 0.4% | |
| (Missing) | 18 | 3.3% |
date
Numeric
| Distinct count | 296 |
|---|---|
| Unique (%) | 54.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19907800.77 |
|---|---|
| Minimum | 19900330 |
| Maximum | 19941010 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 19900330 |
|---|---|
| 5-th percentile | 19900523.7 |
| Q1 | 19900909 |
| Median | 19910117 |
| Q3 | 19910604 |
| 95-th percentile | 19921125.2 |
| Maximum | 19941010 |
| Range | 40680 |
| Interquartile range | 9695 |
Descriptive statistics
| Standard deviation | 8521.975223 |
|---|---|
| Coef of variation | 0.0004280721572 |
| Kurtosis | 3.389479636 |
| Mean | 19907800.77 |
| MAD | 6523.202277 |
| Skewness | 1.65595098 |
| Sum | 1.075021242e+10 |
| Variance | 72624061.71 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[19900330. 19900506. 19900517.5 19900602.5 19900625.5 ... 19930159. 19930968. 19940915.5 19941002.5 19941010. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 19900710 | 9 | 1.7% | |
| 19900606 | 8 | 1.5% | |
| 19901209 | 8 | 1.5% | |
| 19900507 | 7 | 1.3% | |
| 19900723 | 6 | 1.1% | |
| 19910307 | 5 | 0.9% | |
| 19910215 | 5 | 0.9% | |
| 19901206 | 5 | 0.9% | |
| 19910426 | 5 | 0.9% | |
| 19901212 | 4 | 0.7% | |
| Other values (286) | 478 | 88.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 19900330 | 1 | 0.2% | |
| 19900409 | 2 | 0.4% | |
| 19900414 | 1 | 0.2% | |
| 19900417 | 1 | 0.2% | |
| 19900418 | 3 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19941010 | 2 | 0.4% | |
| 19941009 | 2 | 0.4% | |
| 19941007 | 1 | 0.2% | |
| 19941005 | 1 | 0.2% | |
| 19941004 | 1 | 0.2% |
direct_steam
Boolean
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 4.6% |
| Missing (n) | 25 |
| NO | |
|---|---|
| no | 13 |
| YES | 2 |
| (Missing) | 25 |
| Value | Count | Frequency (%) | |
| NO | 500 | 92.6% | |
| no | 13 | 2.4% | |
| YES | 2 | 0.4% | |
| (Missing) | 25 | 4.6% |
ESA_amperage
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 10.2% |
| Missing (n) | 55 |
| 0 | |
|---|---|
| 4 | 3 |
| 6 | 1 |
| (Missing) | 55 |
| Value | Count | Frequency (%) | |
| 0 | 480 | 88.9% | |
| 4 | 3 | 0.6% | |
| 6 | 1 | 0.2% | |
| 0.5 | 1 | 0.2% | |
| (Missing) | 55 | 10.2% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
ESA_voltage
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 3.3% |
| Missing (%) | 10.6% |
| Missing (n) | 57 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.319358178 |
|---|---|
| Minimum | 0 |
| Maximum | 16 |
| Zeros (%) | 59.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 2.462604759 |
|---|---|
| Coef of variation | 1.866517221 |
| Kurtosis | 6.632652863 |
| Mean | 1.319358178 |
| MAD | 1.785705713 |
| Skewness | 2.419068538 |
| Sum | 637.25 |
| Variance | 6.064422201 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 0 | 320 | 59.3% | |
| 2 | 33 | 6.1% | |
| 4 | 29 | 5.4% | |
| 1 | 24 | 4.4% | |
| 3 | 23 | 4.3% | |
| 5 | 20 | 3.7% | |
| 8 | 9 | 1.7% | |
| 10 | 7 | 1.3% | |
| 6 | 6 | 1.1% | |
| 12 | 4 | 0.7% | |
| Other values (7) | 8 | 1.5% | |
| (Missing) | 57 | 10.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 320 | 59.3% | |
| 0.5 | 1 | 0.2% | |
| 0.75 | 1 | 0.2% | |
| 1 | 24 | 4.4% | |
| 1.5 | 2 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 16 | 1 | 0.2% | |
| 12 | 4 | 0.7% | |
| 10 | 7 | 1.3% | |
| 9 | 1 | 0.2% | |
| 8 | 9 | 1.7% |
grain_screened
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 9.1% |
| Missing (n) | 49 |
| NO | |
|---|---|
| YES | |
| (Missing) | 49 |
| Value | Count | Frequency (%) | |
| NO | 281 | 52.0% | |
| YES | 210 | 38.9% | |
| (Missing) | 49 | 9.1% |
hardener
Numeric
| Distinct count | 30 |
|---|---|
| Unique (%) | 5.6% |
| Missing (%) | 1.3% |
| Missing (n) | 7 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.987054409 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 1.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.8 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1.5 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0.2 |
Descriptive statistics
| Standard deviation | 0.3678214553 |
|---|---|
| Coef of variation | 0.3726455725 |
| Kurtosis | 4.632942141 |
| Mean | 0.987054409 |
| MAD | 0.2332357113 |
| Skewness | 1.140506996 |
| Sum | 526.1 |
| Variance | 0.135292623 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) | |
| 1 | 194 | 35.9% | |
| 0.8 | 49 | 9.1% | |
| 0.9 | 47 | 8.7% | |
| 0.7 | 32 | 5.9% | |
| 0.6 | 31 | 5.7% | |
| 1.5 | 30 | 5.6% | |
| 1.1 | 25 | 4.6% | |
| 0.5 | 24 | 4.4% | |
| 1.3 | 23 | 4.3% | |
| 1.2 | 19 | 3.5% | |
| Other values (19) | 59 | 10.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 1.5% | |
| 0.2 | 3 | 0.6% | |
| 0.3 | 2 | 0.4% | |
| 0.4 | 5 | 0.9% | |
| 0.5 | 24 | 4.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3 | 1 | 0.2% | |
| 2.8 | 1 | 0.2% | |
| 2.5 | 2 | 0.4% | |
| 2.3 | 2 | 0.4% | |
| 2.2 | 1 | 0.2% |
humidity
Numeric
| Distinct count | 43 |
|---|---|
| Unique (%) | 8.0% |
| Missing (%) | 0.2% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 78.54916512 |
|---|---|
| Minimum | 57 |
| Maximum | 105 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 57 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 73 |
| Median | 78 |
| Q3 | 82 |
| 95-th percentile | 93 |
| Maximum | 105 |
| Range | 48 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 7.731008283 |
|---|---|
| Coef of variation | 0.0984225392 |
| Kurtosis | 0.5015868433 |
| Mean | 78.54916512 |
| MAD | 5.960718846 |
| Skewness | 0.486962498 |
| Sum | 42338 |
| Variance | 59.76848908 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) | |
| 80 | 79 | 14.6% | |
| 70 | 53 | 9.8% | |
| 78 | 48 | 8.9% | |
| 75 | 36 | 6.7% | |
| 76 | 34 | 6.3% | |
| 72 | 29 | 5.4% | |
| 82 | 27 | 5.0% | |
| 74 | 23 | 4.3% | |
| 84 | 20 | 3.7% | |
| 85 | 19 | 3.5% | |
| Other values (32) | 171 | 31.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 57 | 1 | 0.2% | |
| 58 | 1 | 0.2% | |
| 60 | 2 | 0.4% | |
| 62 | 1 | 0.2% | |
| 63 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 105 | 1 | 0.2% | |
| 103 | 1 | 0.2% | |
| 100 | 7 | 1.3% | |
| 98 | 5 | 0.9% | |
| 96 | 3 | 0.6% |
ink_color
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| KEY | |
|---|---|
| key | 38 |
| KeY | 7 |
| Value | Count | Frequency (%) | |
| KEY | 495 | 91.7% | |
| key | 38 | 7.0% | |
| KeY | 7 | 1.3% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
ink_pct
Numeric
| Distinct count | 82 |
|---|---|
| Unique (%) | 15.2% |
| Missing (%) | 10.4% |
| Missing (n) | 56 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 55.63853306 |
|---|---|
| Minimum | 41 |
| Maximum | 76.9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 41 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 52.1 |
| Median | 56.75 |
| Q3 | 58.8 |
| 95-th percentile | 62.5 |
| Maximum | 76.9 |
| Range | 35.9 |
| Interquartile range | 6.7 |
Descriptive statistics
| Standard deviation | 5.561410194 |
|---|---|
| Coef of variation | 0.09995608958 |
| Kurtosis | 0.2017537145 |
| Mean | 55.63853306 |
| MAD | 4.47323996 |
| Skewness | -0.3908534072 |
| Sum | 26929.05 |
| Variance | 30.92928335 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 58.8 | 91 | 16.9% | |
| 62.5 | 51 | 9.4% | |
| 55.6 | 22 | 4.1% | |
| 52.6 | 21 | 3.9% | |
| 56.8 | 16 | 3.0% | |
| 54.3 | 15 | 2.8% | |
| 50 | 14 | 2.6% | |
| 53.2 | 13 | 2.4% | |
| 58.1 | 12 | 2.2% | |
| 47.6 | 11 | 2.0% | |
| Other values (71) | 218 | 40.4% | |
| (Missing) | 56 | 10.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 41 | 2 | 0.4% | |
| 41.3 | 3 | 0.6% | |
| 41.7 | 2 | 0.4% | |
| 42 | 2 | 0.4% | |
| 42.4 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 76.9 | 1 | 0.2% | |
| 71.4 | 1 | 0.2% | |
| 68.2 | 1 | 0.2% | |
| 68 | 1 | 0.2% | |
| 66.7 | 2 | 0.4% |
ink_temperature
Numeric
| Distinct count | 66 |
|---|---|
| Unique (%) | 12.2% |
| Missing (%) | 0.4% |
| Missing (n) | 2 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.36284387 |
|---|---|
| Minimum | 11.2 |
| Maximum | 24.5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 11.2 |
|---|---|
| 5-th percentile | 13.5 |
| Q1 | 14.6 |
| Median | 15.2 |
| Q3 | 16 |
| 95-th percentile | 17 |
| Maximum | 24.5 |
| Range | 13.3 |
| Interquartile range | 1.4 |
Descriptive statistics
| Standard deviation | 1.2787594 |
|---|---|
| Coef of variation | 0.08323715395 |
| Kurtosis | 7.359786741 |
| Mean | 15.36284387 |
| MAD | 0.9333319053 |
| Skewness | 1.285586177 |
| Sum | 8265.21 |
| Variance | 1.635225603 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 15 | 92 | 17.0% | |
| 16 | 74 | 13.7% | |
| 14 | 51 | 9.4% | |
| 15.5 | 36 | 6.7% | |
| 17 | 31 | 5.7% | |
| 14.5 | 28 | 5.2% | |
| 16.5 | 20 | 3.7% | |
| 16.1 | 13 | 2.4% | |
| 13 | 11 | 2.0% | |
| 15.1 | 10 | 1.9% | |
| Other values (55) | 172 | 31.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 11.2 | 1 | 0.2% | |
| 12 | 3 | 0.6% | |
| 12.5 | 1 | 0.2% | |
| 12.7 | 1 | 0.2% | |
| 13 | 11 | 2.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 24.5 | 1 | 0.2% | |
| 22.2 | 1 | 0.2% | |
| 21 | 2 | 0.4% | |
| 20 | 2 | 0.4% | |
| 18.5 | 1 | 0.2% |
ink_type
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| COATED | |
|---|---|
| UNCOATED | |
| uncoated | 22 |
| Other values (3) | 31 |
| Value | Count | Frequency (%) | |
| COATED | 278 | 51.5% | |
| UNCOATED | 209 | 38.7% | |
| uncoated | 22 | 4.1% | |
| COVER | 15 | 2.8% | |
| coated | 13 | 2.4% | |
| cover | 3 | 0.6% |
| Max length | 8 |
|---|---|
| Mean length | 6.822222222 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
job_number
Numeric
| Distinct count | 262 |
|---|---|
| Unique (%) | 48.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 37287.53148 |
|---|---|
| Minimum | 23040 |
| Maximum | 88231 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 23040 |
|---|---|
| 5-th percentile | 25450 |
| Q1 | 34585 |
| Median | 36062.5 |
| Q3 | 37527.5 |
| 95-th percentile | 47203 |
| Maximum | 88231 |
| Range | 65191 |
| Interquartile range | 2942.5 |
Descriptive statistics
| Standard deviation | 8728.998307 |
|---|---|
| Coef of variation | 0.2340996564 |
| Kurtosis | 16.67613559 |
| Mean | 37287.53148 |
| MAD | 4508.354122 |
| Skewness | 3.291569761 |
| Sum | 20135267 |
| Variance | 76195411.45 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[23040. 23053.5 25420. 25541. 34040. ... 47203.5 47404. 85733. 85813.5 88231. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 47103 | 12 | 2.2% | |
| 47105 | 10 | 1.9% | |
| 47202 | 9 | 1.7% | |
| 47203 | 9 | 1.7% | |
| 36197 | 7 | 1.3% | |
| 37386 | 7 | 1.3% | |
| 34493 | 6 | 1.1% | |
| 37352 | 6 | 1.1% | |
| 37355 | 6 | 1.1% | |
| 37365 | 6 | 1.1% | |
| Other values (252) | 462 | 85.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 23040 | 1 | 0.2% | |
| 23048 | 2 | 0.4% | |
| 23050 | 2 | 0.4% | |
| 23052 | 1 | 0.2% | |
| 23055 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 88231 | 2 | 0.4% | |
| 85814 | 2 | 0.4% | |
| 85813 | 3 | 0.6% | |
| 85750 | 1 | 0.2% | |
| 85741 | 1 | 0.2% |
location
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 28.9% |
| Missing (n) | 156 |
| NorthUS | |
|---|---|
| CANADIAN | |
| mideuropean | 15 |
| Other values (3) | 22 |
| (Missing) |
| Value | Count | Frequency (%) | |
| NorthUS | 189 | 35.0% | |
| CANADIAN | 158 | 29.3% | |
| mideuropean | 15 | 2.8% | |
| SCANDANAVIAN | 13 | 2.4% | |
| SouthUS | 8 | 1.5% | |
| CANAdiAN | 1 | 0.2% | |
| (Missing) | 156 | 28.9% |
| Max length | 12 |
|---|---|
| Mean length | 6.37037037 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
paper_type
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| UNCOATED | |
|---|---|
| COATED | |
| super | 23 |
| Other values (2) | 15 |
| Value | Count | Frequency (%) | |
| UNCOATED | 289 | 53.5% | |
| COATED | 213 | 39.4% | |
| super | 23 | 4.3% | |
| coated | 10 | 1.9% | |
| uncoated | 5 | 0.9% |
| Max length | 8 |
|---|---|
| Mean length | 7.046296296 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
plating_tank
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 3.3% |
| Missing (n) | 18 |
| 1910 | |
|---|---|
| 1911 | |
| (Missing) | 18 |
| Value | Count | Frequency (%) | |
| 1910 | 332 | 61.5% | |
| 1911 | 190 | 35.2% | |
| (Missing) | 18 | 3.3% |
| Max length | 6 |
|---|---|
| Mean length | 5.9 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
press
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 817.6759259 |
|---|---|
| Minimum | 802 |
| Maximum | 828 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 802 |
|---|---|
| 5-th percentile | 802 |
| Q1 | 815 |
| Median | 816 |
| Q3 | 824 |
| 95-th percentile | 828 |
| Maximum | 828 |
| Range | 26 |
| Interquartile range | 9 |
Descriptive statistics
| Standard deviation | 7.444075608 |
|---|---|
| Coef of variation | 0.009103943717 |
| Kurtosis | -0.1017040888 |
| Mean | 817.6759259 |
| MAD | 5.952331962 |
| Skewness | -0.6158588662 |
| Sum | 441545 |
| Variance | 55.41426166 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=8)
Histogram with variable size bins (bins=[802. 814. 815.5 818.5 827.5 828. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 816 | 103 | 19.1% | |
| 815 | 89 | 16.5% | |
| 821 | 77 | 14.3% | |
| 824 | 63 | 11.7% | |
| 802 | 62 | 11.5% | |
| 827 | 59 | 10.9% | |
| 813 | 48 | 8.9% | |
| 828 | 39 | 7.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 802 | 62 | 11.5% | |
| 813 | 48 | 8.9% | |
| 815 | 89 | 16.5% | |
| 816 | 103 | 19.1% | |
| 821 | 77 | 14.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 828 | 39 | 7.2% | |
| 827 | 59 | 10.9% | |
| 824 | 63 | 11.7% | |
| 821 | 77 | 14.3% | |
| 816 | 103 | 19.1% |
press_speed
Numeric
| Distinct count | 84 |
|---|---|
| Unique (%) | 15.6% |
| Missing (%) | 1.9% |
| Missing (n) | 10 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1823.437736 |
|---|---|
| Minimum | 0 |
| Maximum | 2600 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1350 |
| Q1 | 1600 |
| Median | 1800 |
| Q3 | 2042.5 |
| 95-th percentile | 2400 |
| Maximum | 2600 |
| Range | 2600 |
| Interquartile range | 442.5 |
Descriptive statistics
| Standard deviation | 328.4001848 |
|---|---|
| Coef of variation | 0.1800994782 |
| Kurtosis | 1.096432163 |
| Mean | 1823.437736 |
| MAD | 261.8111072 |
| Skewness | -0.1354906331 |
| Sum | 966422 |
| Variance | 107846.6814 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1800 | 40 | 7.4% | |
| 2000 | 40 | 7.4% | |
| 1600 | 39 | 7.2% | |
| 1700 | 36 | 6.7% | |
| 1900 | 33 | 6.1% | |
| 1500 | 26 | 4.8% | |
| 1750 | 23 | 4.3% | |
| 2400 | 23 | 4.3% | |
| 2100 | 21 | 3.9% | |
| 1650 | 19 | 3.5% | |
| Other values (73) | 230 | 42.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.2% | |
| 900 | 1 | 0.2% | |
| 1000 | 2 | 0.4% | |
| 1100 | 2 | 0.4% | |
| 1200 | 3 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2600 | 2 | 0.4% | |
| 2550 | 2 | 0.4% | |
| 2500 | 7 | 1.3% | |
| 2426 | 2 | 0.4% | |
| 2400 | 23 | 4.3% |
press_type
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Motter94 | |
|---|---|
| WoodHoe70 | |
| Albert70 |
| Value | Count | Frequency (%) | |
| Motter94 | 238 | 44.1% | |
| WoodHoe70 | 176 | 32.6% | |
| Albert70 | 78 | 14.4% | |
| Motter70 | 48 | 8.9% |
| Max length | 9 |
|---|---|
| Mean length | 8.325925926 |
| Min length | 8 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
proof_cut
Numeric
| Distinct count | 28 |
|---|---|
| Unique (%) | 5.2% |
| Missing (%) | 10.2% |
| Missing (n) | 55 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 45.03608247 |
|---|---|
| Minimum | 25 |
| Maximum | 72.5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 40 |
| Median | 45 |
| Q3 | 50 |
| 95-th percentile | 60 |
| Maximum | 72.5 |
| Range | 47.5 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 9.044097495 |
|---|---|
| Coef of variation | 0.2008189211 |
| Kurtosis | -0.2338375366 |
| Mean | 45.03608247 |
| MAD | 7.299691784 |
| Skewness | 0.3434499941 |
| Sum | 21842.5 |
| Variance | 81.7956995 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) | |
| 40 | 111 | 20.6% | |
| 50 | 76 | 14.1% | |
| 45 | 58 | 10.7% | |
| 30 | 34 | 6.3% | |
| 35 | 34 | 6.3% | |
| 55 | 31 | 5.7% | |
| 47.5 | 22 | 4.1% | |
| 60 | 22 | 4.1% | |
| 37.5 | 16 | 3.0% | |
| 65 | 13 | 2.4% | |
| Other values (17) | 68 | 12.6% | |
| (Missing) | 55 | 10.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 25 | 2 | 0.4% | |
| 27.5 | 1 | 0.2% | |
| 30 | 34 | 6.3% | |
| 32 | 2 | 0.4% | |
| 32.5 | 9 | 1.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 72.5 | 1 | 0.2% | |
| 70 | 2 | 0.4% | |
| 67.5 | 2 | 0.4% | |
| 65 | 13 | 2.4% | |
| 62.5 | 2 | 0.4% |
proof_ink
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 10.6% |
| Missing (n) | 57 |
| YES | |
|---|---|
| NO | 22 |
| (Missing) | 57 |
| Value | Count | Frequency (%) | |
| YES | 461 | 85.4% | |
| NO | 22 | 4.1% | |
| (Missing) | 57 | 10.6% |
roller_durometer
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | 2.4% |
| Missing (%) | 10.2% |
| Missing (n) | 55 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 34.77525773 |
|---|---|
| Minimum | 28 |
| Maximum | 60 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 30 |
| Median | 34 |
| Q3 | 40 |
| 95-th percentile | 40 |
| Maximum | 60 |
| Range | 32 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 4.505736264 |
|---|---|
| Coef of variation | 0.1295673004 |
| Kurtosis | 3.0841229 |
| Mean | 34.77525773 |
| MAD | 3.622863216 |
| Skewness | 1.075875278 |
| Sum | 16866 |
| Variance | 20.30165928 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) | |
| 30 | 130 | 24.1% | |
| 40 | 125 | 23.1% | |
| 33 | 66 | 12.2% | |
| 35 | 59 | 10.9% | |
| 34 | 53 | 9.8% | |
| 38 | 21 | 3.9% | |
| 28 | 11 | 2.0% | |
| 32 | 9 | 1.7% | |
| 45 | 4 | 0.7% | |
| 50 | 3 | 0.6% | |
| Other values (2) | 4 | 0.7% | |
| (Missing) | 55 | 10.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 28 | 11 | 2.0% | |
| 30 | 130 | 24.1% | |
| 32 | 9 | 1.7% | |
| 33 | 66 | 12.2% | |
| 34 | 53 | 9.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 60 | 2 | 0.4% | |
| 50 | 3 | 0.6% | |
| 45 | 4 | 0.7% | |
| 40 | 125 | 23.1% | |
| 38.5 | 2 | 0.4% |
roughness
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 3.5% |
| Missing (%) | 5.6% |
| Missing (n) | 30 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.7245063725 |
|---|---|
| Minimum | 0.05625 |
| Maximum | 1.25 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.05625 |
|---|---|
| 5-th percentile | 0.3125 |
| Q1 | 0.625 |
| Median | 0.75 |
| Q3 | 0.8125 |
| 95-th percentile | 1 |
| Maximum | 1.25 |
| Range | 1.19375 |
| Interquartile range | 0.1875 |
Descriptive statistics
| Standard deviation | 0.1933538207 |
|---|---|
| Coef of variation | 0.2668766322 |
| Kurtosis | 0.6561147077 |
| Mean | 0.7245063725 |
| MAD | 0.1423134468 |
| Skewness | -0.3319113448 |
| Sum | 369.49825 |
| Variance | 0.03738569998 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) | |
| 0.75 | 183 | 33.9% | |
| 0.625 | 97 | 18.0% | |
| 1 | 76 | 14.1% | |
| 0.5 | 35 | 6.5% | |
| 0.8125 | 34 | 6.3% | |
| 0.25 | 16 | 3.0% | |
| 0.875 | 16 | 3.0% | |
| 0.5625 | 15 | 2.8% | |
| 0.375 | 9 | 1.7% | |
| 0.3125 | 8 | 1.5% | |
| Other values (8) | 21 | 3.9% | |
| (Missing) | 30 | 5.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.05625 | 1 | 0.2% | |
| 0.1875 | 2 | 0.4% | |
| 0.25 | 16 | 3.0% | |
| 0.3125 | 8 | 1.5% | |
| 0.375 | 9 | 1.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.25 | 5 | 0.9% | |
| 1.125 | 3 | 0.6% | |
| 1 | 76 | 14.1% | |
| 0.9375 | 6 | 1.1% | |
| 0.875 | 16 | 3.0% |
solvent_pct
Numeric
| Distinct count | 116 |
|---|---|
| Unique (%) | 21.5% |
| Missing (%) | 10.4% |
| Missing (n) | 56 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 38.56764463 |
|---|---|
| Minimum | 22 |
| Maximum | 53.4 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 33.3 |
| Q1 | 36.8 |
| Median | 38.5 |
| Q3 | 41.2 |
| 95-th percentile | 43.455 |
| Maximum | 53.4 |
| Range | 31.4 |
| Interquartile range | 4.4 |
Descriptive statistics
| Standard deviation | 3.501430916 |
|---|---|
| Coef of variation | 0.09078674494 |
| Kurtosis | 2.848041748 |
| Mean | 38.56764463 |
| MAD | 2.684433611 |
| Skewness | -0.4110522887 |
| Sum | 18666.74 |
| Variance | 12.26001846 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 41.2 | 89 | 16.5% | |
| 37.5 | 55 | 10.2% | |
| 38.9 | 18 | 3.3% | |
| 39.8 | 14 | 2.6% | |
| 40 | 12 | 2.2% | |
| 33.3 | 11 | 2.0% | |
| 38.1 | 10 | 1.9% | |
| 36.9 | 9 | 1.7% | |
| 35 | 9 | 1.7% | |
| 38.5 | 8 | 1.5% | |
| Other values (105) | 249 | 46.1% | |
| (Missing) | 56 | 10.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 22 | 1 | 0.2% | |
| 22.5 | 1 | 0.2% | |
| 23.1 | 1 | 0.2% | |
| 27.5 | 1 | 0.2% | |
| 28.6 | 1 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 53.4 | 1 | 0.2% | |
| 50 | 1 | 0.2% | |
| 47.9 | 1 | 0.2% | |
| 47.4 | 4 | 0.7% | |
| 46.8 | 1 | 0.2% |
solvent_type
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 10.2% |
| Missing (n) | 55 |
| LINE | |
|---|---|
| XYLOL | 15 |
| NAPTHA | 2 |
| (Missing) | 55 |
| Value | Count | Frequency (%) | |
| LINE | 468 | 86.7% | |
| XYLOL | 15 | 2.8% | |
| NAPTHA | 2 | 0.4% | |
| (Missing) | 55 | 10.2% |
| Max length | 6 |
|---|---|
| Mean length | 3.933333333 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
unit_number
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.877777778 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 7 |
Descriptive statistics
| Standard deviation | 3.250783646 |
|---|---|
| Coef of variation | 0.6664476722 |
| Kurtosis | -1.751947354 |
| Mean | 4.877777778 |
| MAD | 3.120946502 |
| Skewness | 0.2453152755 |
| Sum | 2634 |
| Variance | 10.56759431 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=7)
Histogram with variable size bins (bins=[ 1. 1.5 3.5 6.5 8. 9.5 10. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2 | 247 | 45.7% | |
| 9 | 148 | 27.4% | |
| 7 | 85 | 15.7% | |
| 1 | 34 | 6.3% | |
| 5 | 13 | 2.4% | |
| 10 | 9 | 1.7% | |
| 6 | 4 | 0.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 34 | 6.3% | |
| 2 | 247 | 45.7% | |
| 5 | 13 | 2.4% | |
| 6 | 4 | 0.7% | |
| 7 | 85 | 15.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 9 | 1.7% | |
| 9 | 148 | 27.4% | |
| 7 | 85 | 15.7% | |
| 6 | 4 | 0.7% | |
| 5 | 13 | 2.4% |
varnish_pct
Numeric
| Distinct count | 123 |
|---|---|
| Unique (%) | 22.8% |
| Missing (%) | 10.4% |
| Missing (n) | 56 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.780578512 |
|---|---|
| Minimum | 0 |
| Maximum | 35.8 |
| Zeros (%) | 39.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 3.4 |
| Q3 | 10.425 |
| 95-th percentile | 19.085 |
| Maximum | 35.8 |
| Range | 35.8 |
| Interquartile range | 10.425 |
Descriptive statistics
| Standard deviation | 6.845441341 |
|---|---|
| Coef of variation | 1.184213886 |
| Kurtosis | 0.7356746697 |
| Mean | 5.780578512 |
| MAD | 5.676898777 |
| Skewness | 1.104745925 |
| Sum | 2797.8 |
| Variance | 46.86006716 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 213 | 39.4% | |
| 5.6 | 19 | 3.5% | |
| 10.5 | 13 | 2.4% | |
| 3.4 | 9 | 1.7% | |
| 15 | 7 | 1.3% | |
| 11.1 | 6 | 1.1% | |
| 7.6 | 5 | 0.9% | |
| 19 | 5 | 0.9% | |
| 8 | 5 | 0.9% | |
| 14.1 | 5 | 0.9% | |
| Other values (112) | 197 | 36.5% | |
| (Missing) | 56 | 10.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 213 | 39.4% | |
| 0.5 | 3 | 0.6% | |
| 1 | 1 | 0.2% | |
| 1.1 | 1 | 0.2% | |
| 1.2 | 3 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 35.8 | 1 | 0.2% | |
| 34.5 | 1 | 0.2% | |
| 25.6 | 1 | 0.2% | |
| 24.8 | 1 | 0.2% | |
| 22.7 | 2 | 0.4% |
viscosity
Numeric
| Distinct count | 38 |
|---|---|
| Unique (%) | 7.0% |
| Missing (%) | 0.9% |
| Missing (n) | 5 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 50.93831776 |
|---|---|
| Minimum | 35 |
| Maximum | 72 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 43 |
| Median | 50 |
| Q3 | 56 |
| 95-th percentile | 65 |
| Maximum | 72 |
| Range | 37 |
| Interquartile range | 13 |
Descriptive statistics
| Standard deviation | 8.0553986 |
|---|---|
| Coef of variation | 0.1581402558 |
| Kurtosis | -0.7498125195 |
| Mean | 50.93831776 |
| MAD | 6.838214691 |
| Skewness | 0.3144992733 |
| Sum | 27252 |
| Variance | 64.8894466 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) | |
| 54 | 51 | 9.4% | |
| 43 | 44 | 8.1% | |
| 56 | 34 | 6.3% | |
| 42 | 34 | 6.3% | |
| 50 | 30 | 5.6% | |
| 45 | 21 | 3.9% | |
| 47 | 21 | 3.9% | |
| 60 | 21 | 3.9% | |
| 58 | 19 | 3.5% | |
| 41 | 19 | 3.5% | |
| Other values (27) | 241 | 44.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 35 | 2 | 0.4% | |
| 36 | 1 | 0.2% | |
| 37 | 3 | 0.6% | |
| 38 | 9 | 1.7% | |
| 39 | 7 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 72 | 1 | 0.2% | |
| 70 | 2 | 0.4% | |
| 69 | 6 | 1.1% | |
| 68 | 7 | 1.3% | |
| 67 | 4 | 0.7% |
wax
Numeric
| Distinct count | 31 |
|---|---|
| Unique (%) | 5.7% |
| Missing (%) | 1.1% |
| Missing (n) | 6 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.399250936 |
|---|---|
| Minimum | 0 |
| Maximum | 3.1 |
| Zeros (%) | 1.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.365 |
| Q1 | 2.4 |
| Median | 2.5 |
| Q3 | 2.6 |
| 95-th percentile | 3 |
| Maximum | 3.1 |
| Range | 3.1 |
| Interquartile range | 0.2 |
Descriptive statistics
| Standard deviation | 0.546427422 |
|---|---|
| Coef of variation | 0.2277491753 |
| Kurtosis | 5.097731778 |
| Mean | 2.399250936 |
| MAD | 0.3636830367 |
| Skewness | -1.9488541 |
| Sum | 1281.2 |
| Variance | 0.2985829275 |
| Memory size | 4.3 KiB |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) | |
| 2.5 | 251 | 46.5% | |
| 3 | 87 | 16.1% | |
| 2 | 35 | 6.5% | |
| 1.5 | 20 | 3.7% | |
| 2.7 | 16 | 3.0% | |
| 2.4 | 12 | 2.2% | |
| 2.8 | 12 | 2.2% | |
| 2.3 | 11 | 2.0% | |
| 2.6 | 11 | 2.0% | |
| 2.9 | 11 | 2.0% | |
| Other values (20) | 68 | 12.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 1.5% | |
| 0.5 | 1 | 0.2% | |
| 0.7 | 2 | 0.4% | |
| 0.8 | 1 | 0.2% | |
| 1 | 9 | 1.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.1 | 1 | 0.2% | |
| 3 | 87 | 16.1% | |
| 2.9 | 11 | 2.0% | |
| 2.85 | 1 | 0.2% | |
| 2.8 | 12 | 2.2% |
First rows
| anode_space_ratio | band_type | blade_mfg | blade_pressure | caliper | chrome_content | current_density | customer | cylinder_division | cylinder_no | cylinder_size | cylinder_type | date | direct_steam | ESA_amperage | ESA_voltage | grain_screened | hardener | humidity | ink_color | ink_pct | ink_temperature | ink_type | job_number | location | paper_type | plating_tank | press | press_speed | press_type | proof_cut | proof_ink | roller_durometer | roughness | solvent_pct | solvent_type | unit_number | varnish_pct | viscosity | wax | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 105.00 | band | BENTON | 20.0 | 0.200 | 100.0 | 40.0 | tvguide | GALLATIN | X126 | TABLOID | YES | 19910108 | NO | 0.0 | 0.0 | YES | 1.0 | 78.0 | KEY | 50.5 | 17.0 | UNCOATED | 25503 | NorthUS | UNCOATED | 1911.0 | 821 | 1700.0 | Motter94 | 55.0 | YES | 34.0 | 0.7500 | 36.4 | LINE | 2 | 13.1 | 46.0 | 2.5 |
| 1 | 105.00 | noband | BENTON | 20.0 | 0.300 | 100.0 | 40.0 | tvguide | GALLATIN | X266 | TABLOID | YES | 19910109 | NO | 0.0 | 0.0 | YES | 0.7 | 80.0 | KEY | 54.9 | 15.0 | UNCOATED | 25503 | NorthUS | UNCOATED | NaN | 821 | 1900.0 | Motter94 | 55.0 | YES | 34.0 | 0.7500 | 38.5 | LINE | 2 | 6.6 | 46.0 | 2.5 |
| 2 | 103.87 | noband | BENTON | 30.0 | 0.433 | 100.0 | 40.0 | modmat | GALLATIN | B7 | CATALOG | YES | 19910104 | NO | 0.0 | 0.0 | YES | 0.9 | 80.0 | KEY | 53.8 | 16.0 | COATED | 47201 | NorthUS | UNCOATED | NaN | 815 | 1850.0 | WoodHoe70 | 62.0 | YES | 40.0 | NaN | 39.8 | LINE | 9 | 6.5 | 40.0 | 2.8 |
| 3 | 108.06 | noband | BENTON | 30.0 | 0.300 | 100.0 | 40.0 | massey | GALLATIN | T133 | CATALOG | YES | 19910104 | NO | 0.0 | 0.0 | YES | 1.3 | 75.0 | KEY | 55.6 | 16.0 | UNCOATED | 39039 | NorthUS | UNCOATED | 1910.0 | 816 | 1467.0 | WoodHoe70 | 52.0 | YES | 40.0 | 0.3125 | 38.8 | LINE | 9 | 5.6 | 40.0 | 2.5 |
| 4 | 106.67 | noband | BENTON | 30.0 | 0.300 | 100.0 | 40.0 | kmart | GALLATIN | J34 | TABLOID | YES | 19910111 | NO | 0.0 | 5.0 | NO | 0.6 | 80.0 | KEY | 57.5 | 17.0 | COATED | 37351 | NaN | UNCOATED | 1910.0 | 816 | 2100.0 | WoodHoe70 | 50.0 | YES | 35.0 | 0.7500 | 42.5 | LINE | 2 | 0.0 | 46.0 | 2.3 |
| 5 | 103.87 | noband | BENTON | 28.0 | 0.267 | 100.0 | 40.0 | massey | GALLATIN | T218 | CATALOG | YES | 19910104 | NO | 0.0 | 5.0 | YES | 0.8 | 76.0 | KEY | 53.8 | 16.8 | UNCOATED | 38039 | NorthUS | UNCOATED | 1910.0 | 816 | 1467.0 | WoodHoe70 | 50.0 | YES | 40.0 | 0.4375 | 37.6 | LINE | 2 | 8.6 | 40.0 | 2.5 |
| 6 | 106.67 | noband | BENTON | 30.0 | 0.300 | 100.0 | 40.0 | roses | GALLATIN | X249 | TABLOID | YES | 19910111 | NO | 0.0 | 6.0 | NO | 0.6 | 75.0 | KEY | 62.5 | 16.5 | COATED | 35751 | CANADIAN | COATED | 1911.0 | 827 | 2600.0 | Motter94 | 50.0 | YES | 30.0 | 0.7500 | 37.5 | LINE | 2 | 0.0 | 46.0 | 2.5 |
| 7 | 106.67 | noband | BENTON | 28.0 | 0.200 | 100.0 | 40.0 | roses | GALLATIN | X788 | TABLOID | YES | 19910111 | NO | 0.0 | 6.0 | NO | 1.1 | 75.0 | KEY | 62.5 | 16.5 | COATED | 35751 | CANAdiAN | COATED | 1911.0 | 827 | 2600.0 | Motter94 | 50.0 | YES | 30.0 | 0.7500 | 37.5 | LINE | 9 | 0.0 | 46.0 | 2.5 |
| 8 | 103.22 | band | BENTON | 60.0 | 0.367 | 100.0 | 40.0 | modmat | GALLATIN | M372 | CATALOG | YES | 19910112 | NO | 0.0 | 1.5 | YES | 1.0 | 70.0 | KEY | 60.2 | 12.0 | UNCOATED | 47201 | NorthUS | UNCOATED | 1910.0 | 802 | 1650.0 | Albert70 | 50.0 | YES | 40.0 | 0.7500 | 39.8 | XYLOL | 7 | 0.0 | 45.0 | 3.0 |
| 9 | 106.66 | noband | BENTON | 32.0 | 0.333 | 100.0 | 40.0 | childcraft | GALLATIN | I320 | CATALOG | YES | 19910114 | NO | 0.0 | 0.0 | YES | 1.0 | 75.0 | KEY | 45.5 | 16.0 | UNCOATED | 37000 | NorthUS | UNCOATED | 1911.0 | 815 | 1750.0 | WoodHoe70 | 65.0 | YES | 38.0 | 1.0000 | 31.8 | LINE | 2 | 22.7 | 43.0 | 3.0 |
Last rows
| anode_space_ratio | band_type | blade_mfg | blade_pressure | caliper | chrome_content | current_density | customer | cylinder_division | cylinder_no | cylinder_size | cylinder_type | date | direct_steam | ESA_amperage | ESA_voltage | grain_screened | hardener | humidity | ink_color | ink_pct | ink_temperature | ink_type | job_number | location | paper_type | plating_tank | press | press_speed | press_type | proof_cut | proof_ink | roller_durometer | roughness | solvent_pct | solvent_type | unit_number | varnish_pct | viscosity | wax | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 530 | 97.05 | band | NaN | 30.0 | NaN | 100.0 | 40.0 | walmart | gallatin | x255 | tabloid | NaN | 19940904 | NaN | NaN | NaN | NaN | 1.0 | 78.0 | key | NaN | 15.5 | uncoated | 71331 | NaN | super | 1911.0 | 824 | 2100.0 | Motter94 | NaN | NaN | NaN | 0.8125 | NaN | NaN | 2 | NaN | 54.0 | 1.2 |
| 531 | 113.30 | band | NaN | 35.0 | NaN | 100.0 | 40.0 | kmart | gallatin | aa97 | tabloid | yes | 19941004 | NaN | NaN | NaN | NaN | 1.3 | 73.0 | key | NaN | 17.0 | coated | 85813 | NaN | super | 1910.0 | 828 | 2100.0 | Motter94 | NaN | NaN | NaN | 0.7500 | NaN | NaN | 2 | NaN | 53.0 | 2.6 |
| 532 | 112.50 | band | NaN | 28.0 | NaN | 100.0 | 40.0 | eckerd | gallatin | e78 | tabloid | no | 19941001 | NaN | NaN | NaN | NaN | 1.0 | 83.0 | key | NaN | 16.0 | uncoated | 38240 | NaN | uncoated | 1911.0 | 828 | 2400.0 | Motter94 | NaN | NaN | NaN | NaN | NaN | NaN | 2 | NaN | NaN | 2.5 |
| 533 | 112.50 | band | NaN | 30.0 | NaN | 100.0 | 40.0 | eckerd | gallatin | e38 | tabloid | yes | 19940927 | NaN | NaN | NaN | NaN | 0.5 | 76.0 | key | NaN | 14.9 | uncoated | 38240 | NaN | uncoated | 1911.0 | 828 | 2500.0 | Motter94 | NaN | NaN | NaN | 1.0000 | NaN | NaN | 9 | NaN | 60.0 | 0.5 |
| 534 | 110.00 | band | NaN | 32.0 | 0.300 | 100.0 | 40.0 | kmart | gallatin | aa7 | tabloid | NaN | 19941007 | NaN | NaN | NaN | NaN | NaN | 80.0 | key | NaN | 18.3 | uncoated | 85813 | NaN | super | 1910.0 | 827 | 1900.0 | Motter94 | NaN | NaN | NaN | 1.0000 | NaN | NaN | 2 | NaN | 56.0 | NaN |
| 535 | 112.50 | band | NaN | 25.0 | NaN | 100.0 | 40.0 | kmart | gallatin | aa66 | tabloid | NaN | 19941005 | NaN | NaN | NaN | NaN | 1.0 | 82.0 | key | NaN | 18.0 | uncoated | 85813 | NaN | super | 1910.0 | 827 | 1880.0 | Motter94 | NaN | NaN | NaN | 1.0000 | NaN | NaN | 9 | NaN | 52.0 | 1.0 |
| 536 | 110.00 | band | NaN | 34.0 | 0.200 | 100.0 | 40.0 | best | gallatin | j44 | tabloid | yes | 19941009 | NaN | NaN | NaN | NaN | 0.0 | 76.0 | key | NaN | 16.1 | coated | 38064 | NaN | super | 1910.0 | 815 | 2100.0 | Albert70 | NaN | NaN | NaN | 0.5000 | NaN | NaN | 1 | NaN | NaN | 0.0 |
| 537 | 108.00 | band | NaN | 34.0 | 0.300 | 100.0 | 40.0 | kmart | gallatin | aa58 | tabloid | NaN | 19941009 | NaN | NaN | NaN | NaN | 2.8 | 70.0 | key | NaN | 16.5 | coated | 85814 | NaN | super | 1910.0 | 827 | 1903.0 | Motter94 | NaN | NaN | NaN | 1.0000 | NaN | NaN | 2 | NaN | NaN | 2.7 |
| 538 | 108.00 | band | NaN | 34.0 | 0.267 | 100.0 | 40.0 | kmart | gallatin | aa70 | tabloid | NaN | 19941010 | NaN | NaN | NaN | NaN | 2.3 | 76.0 | key | NaN | 16.4 | uncoated | 85814 | NaN | super | 1910.0 | 828 | 1903.0 | Motter94 | NaN | NaN | NaN | 1.0000 | NaN | NaN | 2 | NaN | 46.0 | 1.5 |
| 539 | 108.10 | band | NaN | 25.0 | 0.200 | 100.0 | 40.0 | best | gallatin | j70 | tabloid | yes | 19941010 | NaN | NaN | NaN | NaN | 1.0 | 75.0 | key | NaN | 14.2 | uncoated | 38064 | NaN | super | 1910.0 | 815 | 2050.0 | Albert70 | NaN | NaN | NaN | 0.7500 | NaN | NaN | 1 | NaN | 46.0 | 2.5 |